{"id":"W1739667923","doi":"","title":"Modelling of hemodynamic stress effects on rupture mechanics and fibrous cap collagen architecture of atherosclerotic plaques","year":2006,"lang":"en","type":"article","venue":"international conference on Modelling and simulation","topic":"Collagen: Extraction and Characterization","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; McGill University","funders":"","keywords":"Fibrous cap; Hemodynamics; Ultimate tensile strength; Materials science; Elasticity (physics); Collagen fiber; Cardiology; Anatomy; Medicine; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000104129,0.0001326828,0.0001698286,0.0001240617,0.0000634286,0.00005842556,0.00007929594,0.00009568496,0.00002880753],"category_scores_gemma":[0.00001160661,0.0001244005,0.00002879276,0.000052516,0.00002212984,0.0001070967,0.00001725766,0.0000637624,0.000001388206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002666006,"about_ca_system_score_gemma":0.00002153119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000119381,"about_ca_topic_score_gemma":0.00001480047,"domain_scores_codex":[0.9990552,0.00005148274,0.0002730889,0.0002374413,0.0002896526,0.00009311319],"domain_scores_gemma":[0.9993088,0.000151737,0.000222927,0.00009936341,0.0001879275,0.00002920017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001472695,0.00004613907,0.00003954937,0.00005643418,0.000006026426,6.268968e-7,0.0002581488,0.8858699,0.1028103,0.01022186,5.079337e-7,0.0005432779],"study_design_scores_gemma":[0.0003111416,0.000113833,0.0001012985,0.0002409958,0.00001169268,0.000001106738,0.00003579358,0.9581911,0.03057918,0.01030545,0.000005750805,0.0001026677],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6111594,0.00001572513,0.3883517,0.00003993886,0.00009861911,0.000117397,0.00004371418,0.00002198445,0.0001514549],"genre_scores_gemma":[0.9979942,0.00004261043,0.001724045,0.00001941075,0.00006039612,0.000004832317,0.000064614,0.00001185994,0.00007800708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3868348,"threshold_uncertainty_score":0.5072907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02919937705956476,"score_gpt":0.2558603748257473,"score_spread":0.2266609977661825,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}